100 citations · 881 across the 39 of their papers we have counts for
12 papers · 1 filter
Prediction and visualization of Mergers and Acquisitions using Economic Complexity
Lorenzo Arsini, Matteo Straccamore, Andrea Zaccaria
Mergers and Acquisitions represent important forms of business deals, both because of the volumes involved in the transactions and because of the role of the innovation activity of…
The different structure of economic ecosystems at the scales of companies and countries
Dario Laudati, Manuel S. Mariani, Luciano Pietronero +1
A key element to understand complex systems is the relationship between the spatial scale of investigation and the structure of the interrelation among its elements. When it comes…
Quantifying the Unexpected: a scientific approach to Black Swans
Giordano De Marzo, Andrea Gabrielli, Andrea Zaccaria +1
Many natural and socio-economic systems are characterized by power-law distributions that make the occurrence of extreme events not negligible. Such events are sometimes referred t…
Which will be your firm's next technology? Comparison between machine learning and network-based algorithms
Matteo Straccamore, Luciano Pietronero, Andrea Zaccaria
We reconstruct the innovation dynamics of about two hundred thousand companies by following their patenting activity for about ten years. We define the technological portfolios of…
Citations or dollars? Early signals of a firm's research success
Shuqi Xu, Manuel S. Mariani, Linyuan Lü +3
Scientific and technological progress is largely driven by firms in many domains, including artificial intelligence and vaccine development. However, we do not know yet whether the…
Meta-validation of bipartite network projections
Giulio Cimini, Alessandro Carra, Luca Didomenicantonio +1
Monopartite projections of bipartite networks are useful tools for modeling indirect interactions in complex systems. The standard approach to identify significant links is statist…